云数据仓库中遗留ETL管道的自适应实时虚拟化

Ehab Abdelhamid, Nikos Tsikoudis, M. Duller, Marc B. Sugiyama, Nicholas E. Marino, F. Waas
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引用次数: 0

摘要

提取、转换和加载(ETL)管道广泛用于将数据摄取到企业数据仓库(EDW)系统中。这些管道可能非常复杂,并且通常与给定的EDW紧密耦合,这使得从传统EDW升级到云数据仓库(CDW)具有挑战性。本文提出了一种新颖的解决方案,用于将遗留ETL管道透明且全自动地移植到CDW环境中。
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Adaptive Real-time Virtualization of Legacy ETL Pipelines in Cloud Data Warehouses
Extract, Transform, and Load (ETL) pipelines are widely used to ingest data into Enterprise Data Warehouse (EDW) systems. These pipelines can be very complex and often tightly coupled to a given EDW, making it challenging to upgrade from a legacy EDW to a Cloud Data Warehouse (CDW). This paper presents a novel solution for a transparent and fully-automated porting of legacy ETL pipelines to CDW environments.
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